ADEG V2.0 is an autonomous AI agent system that revolutionizes software maintenance by monitoring, diagnosing, and repairing code ecosystems without human intervention. Built as a digital immune system, ADEG combines cutting-edge AI with accessibility-first design to create software that maintains itself.
ADEG operates through three autonomous layers:
▶️ Watch the Full Demo (6 min)
```bash python -m http.server 8000 –directory adeg_system/web Then open: http://localhost:8000
Or simply double-click
start_adeg.bat on Windows!
Screenshots Dashboard Overview Perception Layer Dashboard Perception Reasoning Layer Action Pipeline Reasoning Action 🚀 Quick Start Prerequisites Python 3.7+ (for local server) Modern web browser (Chrome, Firefox, Edge) Installation
git clone https://github.com/ShivaneshV/Autonomous-Digital-Ecosystem-Guardian.git
cd Autonomous-Digital-Ecosystem-Guardian
python -m http.server 8000 –directory adeg_system/web Access the Dashboard Open your browser and navigate to:
http://localhost:8000 ✨ Features 👁️ Quantum Perception Field Real-time monitoring of your digital ecosystem:
Accessibility Sentinel - Continuous WCAG 2.1 AAA compliance checking Inclusivity Scanner - Bias and exclusionary pattern detection Quantum Noise Listener - Advanced anomaly detection using quantum-inspired algorithms Visual Telemetry - Particle-based real-time data visualization 🧠 Cognitive Intent Parser Natural language interface for autonomous operations:
Plain English command interpretation Context-aware code analysis AI-powered root cause diagnosis Intelligent solution synthesis ⚡ Autonomous Execution Pipeline Zero-touch maintenance workflow:
Code Generation - AI synthesizes fixes and patches Sandbox Validation - Isolated testing in Docker containers Automated Deployment - CI/CD integration with rollback safety Supply Chain Sentinel - Continuous dependency security monitoring ♿ Accessibility-First Design Making the web inclusive by default:
Automatic WCAG 2.1 AAA compliance Screen reader compatibility Keyboard navigation support High contrast mode Semantic HTML structure 🏗️ Architecture System Design ┌─────────────────────────────────────────────────────────┐ │ ADEG V2.0 CORE │ ├─────────────────────────────────────────────────────────┤ │ │ │ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │ │ │ PERCEPTION │→ │ REASONING │→ │ ACTION │ │ │ │ │ │ │ │ │ │ │ │ • Monitor │ │ • Analyze │ │ • Generate │ │ │ │ • Detect │ │ • Diagnose │ │ • Validate │ │ │ │ • Visualize │ │ • Plan │ │ • Deploy │ │ │ └──────────────┘ └──────────────┘ └──────────────┘ │ │ ↑ │ │ │ └──────── Feedback Loop ───────────────┘ │ │ │ └─────────────────────────────────────────────────────────┘ Technology Stack Frontend Layer JavaScript (ES6+) - Core application logic Canvas API - Real-time particle visualization CSS3 - Glassmorphism effects and animations Vanilla JS - Zero framework overhead for maximum performance Intelligence Layer Natural Language Processing - Intent understanding Pattern Recognition ML - Anomaly detection Generative AI - Code synthesis Context-Aware Analysis - Smart decision making Execution Layer Event-Driven Microservices - Horizontal scalability Docker Sandboxing - Isolated code execution CI/CD Automation - Zero-touch deployment Dependency Graph Analysis - Supply chain security Security & Compliance WCAG 2.1 AAA - Accessibility standards RBAC - Role-based access control Audit Logging - Complete traceability Encrypted Telemetry - Data protection For detailed architecture documentation, see
ARCHITECTURE.md .
🌍 Social Impact The Accessibility Crisis 15% of the global population has a disability 70% of websites fail basic accessibility tests $6.9B in annual lawsuit settlements (US alone) ADEG’s Solution ADEG makes accessibility automatic, not optional:
✅ Continuous WCAG 2.1 AAA monitoring ✅ Automated remediation of accessibility issues ✅ Inclusive design by default ✅ Real-time compliance reporting Impact: Making the web accessible to everyone, automatically and at scale.
📊 Presentation View our pitch deck: https://1drv.ms/p/c/C992846CFED1E63A/EcQCTBqqe3hJrknslN2gt_UB3S538DuefZbxOT9FwZ6EuA?e=TdSSvY
PowerPoint ADGE V2.0.pptx
PDF Version 🗂️ Project Structure Autonomous-Digital-Ecosystem-Guardian/ ├── adeg_system/ │ └── web/ │ ├── index.html # Main dashboard interface │ ├── style.css # Glassmorphism styling │ └── app.js # Core application logic ├── screenshots/ # Dashboard screenshots ├── presentation/ # Pitch deck ├── README.md # This file ├── LICENSE # MIT License ├── ARCHITECTURE.md # Technical architecture ├── DEMO.md # Demo guide └── start_adeg.bat # Windows quick start script 🛣️ Roadmap Q1 2025 - MVP Launch ✅ Core autonomous agents (Perception, Reasoning, Action) Web dashboard interface Accessibility monitoring Real-time visualization Q2 2025 - Enterprise Features Multi-repository support Custom agent training Advanced analytics dashboard Slack/Teams integration Q3 2025 - Ecosystem Expansion Agent marketplace Community-contributed agents Third-party API integrations Mobile monitoring app Q4 2025 - Scale & Optimize Edge deployment for low latency GPU-accelerated ML models Enterprise SLA guarantees ISO 27001 certification 🤝 Contributing We welcome contributions from the community! See
CONTRIBUTING.md for guidelines.
How to Contribute Fork the repository Create a feature branch (git checkout -b feature/AmazingFeature) Commit your changes (git commit -m ‘Add some AmazingFeature’) Push to the branch (git push origin feature/AmazingFeature) Open a Pull Request 📄 License This project is licensed under the MIT License - see the
LICENSE file for details.
👥 Team Sentinel Systems
SHIVANESH V - Founder & Lead Developer
Full-stack development and system architecture UI/UX design and accessibility engineering AI/ML integration and product vision Contact: +91 6382892269
📧 Email: shivanesh995@gmail.com ] 🔗 LinkedIn: www.linkedin.com/in/shivanesh-v 💻 GitHub: @ShivaneshV 🏆 Acknowledgments Built for Galuxium Nexus V1 Hackathon - November 2025
Special thanks to:
The open-source community for inspiration Judges and mentors for their guidance Everyone working to make the web more accessible 📚 Documentation
Architecture Guide
Demo Guide
API Documentation
Contributing Guidelines
YouTube Link Presentation: https://youtu.be/0HAZwPgEF9o
View Slides Hackathon Submission: https://1drv.ms/p/c/C992846CFED1E63A/EcQCTBqqe3hJrknslN2gt_UB3S538DuefZbxOT9FwZ6EuA?e=TdSSvY / ADGE V2.0.pptx
Devpost Link 💡 “We’re not just building tools. We’re building digital organisms.” Star ⭐ this repository if you believe in autonomous, accessible software!
| Made with ❤️ by Sentinel Systems | 2025 |